What if remote working, not AI, is to blame for weak junior hiring?

The actual paper: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6787638

Does this study take into consideration also small factors like Covid, superhiring during Covid, changed interest rates making burning money more costly, and the diversion of investment money from people to AI not necessarily related to their productivity?